| Number of Variables | 5 |
|---|---|
| Number of Rows | 150 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 1 |
| Duplicate Rows (%) | 0.7% |
| Total Size in Memory | 14.4 KB |
| Average Row Size in Memory | 98.2 B |
| Variable Types |
|
| sepal_width is skewed | Skewed |
|---|---|
| petal_width is skewed | Skewed |
numerical
| Approximate Distinct Count | 35 |
|---|---|
| Approximate Unique (%) | 23.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2400 |
| Mean | 5.8433 |
| Minimum | 4.3 |
| Maximum | 7.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4.3 |
|---|---|
| 5-th Percentile | 4.6 |
| Q1 | 5.1 |
| Median | 5.8 |
| Q3 | 6.4 |
| 95-th Percentile | 7.255 |
| Maximum | 7.9 |
| Range | 3.6 |
| IQR | 1.3 |
| Mean | 5.8433 |
|---|---|
| Standard Deviation | 0.8281 |
| Variance | 0.6857 |
| Sum | 876.5 |
| Skewness | 0.3118 |
| Kurtosis | -0.5736 |
| Coefficient of Variation | 0.1417 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2400 |
| Mean | 3.0573 |
| Minimum | 2 |
| Maximum | 4.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 2.345 |
| Q1 | 2.8 |
| Median | 3 |
| Q3 | 3.3 |
| 95-th Percentile | 3.8 |
| Maximum | 4.4 |
| Range | 2.4 |
| IQR | 0.5 |
| Mean | 3.0573 |
|---|---|
| Standard Deviation | 0.4359 |
| Variance | 0.19 |
| Sum | 458.6 |
| Skewness | 0.3158 |
| Kurtosis | 0.181 |
| Coefficient of Variation | 0.1426 |
numerical
| Approximate Distinct Count | 43 |
|---|---|
| Approximate Unique (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2400 |
| Mean | 3.758 |
| Minimum | 1 |
| Maximum | 6.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1.3 |
| Q1 | 1.6 |
| Median | 4.35 |
| Q3 | 5.1 |
| 95-th Percentile | 6.1 |
| Maximum | 6.9 |
| Range | 5.9 |
| IQR | 3.5 |
| Mean | 3.758 |
|---|---|
| Standard Deviation | 1.7653 |
| Variance | 3.1163 |
| Sum | 563.7 |
| Skewness | -0.2721 |
| Kurtosis | -1.3955 |
| Coefficient of Variation | 0.4697 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2400 |
| Mean | 1.1993 |
| Minimum | 0.1 |
| Maximum | 2.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1 |
|---|---|
| 5-th Percentile | 0.2 |
| Q1 | 0.3 |
| Median | 1.3 |
| Q3 | 1.8 |
| 95-th Percentile | 2.3 |
| Maximum | 2.5 |
| Range | 2.4 |
| IQR | 1.5 |
| Mean | 1.1993 |
|---|---|
| Standard Deviation | 0.7622 |
| Variance | 0.581 |
| Sum | 179.9 |
| Skewness | -0.1019 |
| Kurtosis | -1.3361 |
| Coefficient of Variation | 0.6356 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 11000 |
| Mean | 8.3333 |
|---|---|
| Standard Deviation | 1.7054 |
| Median | 9 |
| Minimum | 6 |
| Maximum | 10 |
| 1st row | setosa |
|---|---|
| 2nd row | setosa |
| 3rd row | setosa |
| 4th row | setosa |
| 5th row | setosa |
| Count | 1250 |
|---|---|
| Lowercase Letter | 1250 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |